Math-KG: Construction and Applications of Mathematical Knowledge Graph

May 08, 2022 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Jianing Wang arXiv ID 2205.03772 Category cs.CL: Computation & Language Cross-listed cs.AI, cs.IR Citations 7 Venue arXiv.org Repository https://github.com/wjn1996/Mathematical-Knowledge-Entity-Recognition}.} Last Checked 1 month ago
Abstract
Recently, the explosion of online education platforms makes a success in encouraging us to easily access online education resources. However, most of them ignore the integration of massive unstructured information, which inevitably brings the problem of \textit{information overload} and \textit{knowledge trek}. In this paper, we proposed a mathematical knowledge graph named Math-KG, which automatically constructed by the pipeline method with the natural language processing technology to integrate the resources of the mathematics. It is built from the corpora of Baidu Baike, Wikipedia. We implement a simple application system to validate the proposed Math-KG can make contributions on a series of scenes, including faults analysis and semantic search. The system is publicly available at GitHub \footnote{\url{https://github.com/wjn1996/Mathematical-Knowledge-Entity-Recognition}.}.
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